{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Not loading RPi.GPIO as not on RPi\n",
      "pyexiv2 does not exist on RPi\n"
     ]
    }
   ],
   "source": [
    "import pyUn0 as us\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot  as plt\n",
    "\n",
    "from numpy import genfromtxt\n",
    "\n",
    "try:\n",
    "    import cPickle as pickle\n",
    "except ImportError:  # Python 3.x\n",
    "    import pickle"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "x = us.us_json()\n",
    "d={}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "35074 17537.0 17536\n",
      "Data acquired\n",
      "35074 17537.0 17536\n",
      "Data acquired\n",
      "35074 17537.0 17536\n",
      "Data acquired\n",
      "35074 17537.0 17536\n",
      "Data acquired\n",
      "35074 17537.0 17536\n",
      "Data acquired\n",
      "35074 17537.0 17536\n",
      "Data acquired\n",
      "35074 17537.0 17536\n",
      "Data acquired\n",
      "35074 17537.0 17536\n",
      "Data acquired\n",
      "35074 17537.0 17536\n",
      "Data acquired\n",
      "35074 17537.0 17536\n",
      "Data acquired\n",
      "35074 17537.0 17536\n",
      "Data acquired\n",
      "35074 17537.0 17536\n",
      "Data acquired\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(15,5))\n",
    "for DAC in range(12):\n",
    "    x.JSONprocessing(\"20201008a-\"+str(12-(DAC))+\".json\")\n",
    "    if DAC == 11:\n",
    "        DAC = \"noise\"\n",
    "    else:\n",
    "        DAC = int(x.tdac[2])\n",
    "    d[DAC] = x.tmp[0:x.len_line]\n",
    "\n",
    "    d[\"t\"] = x.t[0:x.len_line]\n",
    "    plt.plot(d[\"t\"],d[DAC],label=str(DAC),alpha = 0.7)\n",
    "plt.legend()\n",
    "plt.title(\"Un0rick acquisitions\")\n",
    "plt.savefig(\"acqs_un0rick.jpg\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "with open('un0rick.pkl', 'wb') as fp:\n",
    "    pickle.dump(d, fp, protocol=4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "with open('un0rick.pkl', 'rb') as fp:\n",
    "    data = pickle.load(fp)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys([0, 't', 100, 200, 300, 400, 500, 600, 700, 800, 900, 1000, 'noise'])"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.keys()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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